IEEE Transactions on Artificial Intelligence, Volume 5, Issue 6, June 2024

1) Guest Editorial: AutoML for Nonstationary Data

Author(s): Ran Cheng, Hugo Jair Escalante, Wei-Wei Tu, Jan N. Van Rijn, Shuo Wang, Yun Yang

Pages: 2456 - 2457

2) Self-Guided Autoencoders for Unsupervised Change Detection in Heterogeneous Remote Sensing Images

Author(s): Jiao Shi, Tiancheng Wu, Alex Kai Qin, Yu Lei, Gwanggil Jeon

Pages: 2458 - 2471

3) Learning-Driven Dynamic Multimodal Optimization Algorithm for Real-Time Traceability of Water Pollution

Author(s): Xuesong Yan, Xing Guo, Jin Chen, Chengyu Hu, Wenyin Gong, Liang Gao

Pages: 2472 - 2481

4) An Automated Few-Shot Learning for Time-Series Forecasting in Smart Grid Under Data Scarcity

Author(s): Jiangjiao Xu, Ke Li, Dongdong Li

Pages: 2482 - 2492

5) A Dense Multicross Self-Attention and Adaptive Gated Perceptual Unit Method for Few-Shot Semantic Segmentation

Author(s): Feng Xiao, Ruyu Liu, Yunrui Zhu, Haoyu Zhang, Jianhua Zhang, Shengyong Chen

Pages: 2493 - 2504

6) Explainable Attention Pruning: A Metalearning-Based Approach

Author(s): Praboda Rajapaksha, Noel Crespi

Pages: 2505 - 2516

7) GhostViT: Expediting Vision Transformers via Cheap Operations

Author(s): Hu Cao, Zhongnan Qu, Guang Chen, Xinyi Li, Lothar Thiele, Alois Knoll

Pages: 2517 - 2525

8) Continual Learning: A Review of Techniques, Challenges, and Future Directions

Author(s): Buddhi Wickramasinghe, Gobinda Saha, Kaushik Roy

Pages: 2526 - 2546

9) Robotic Perception of Transparent Objects: A Review

Author(s): Jiaqi Jiang, Guanqun Cao, Jiankang Deng, Thanh-Toan Do, Shan Luo

Pages: 2547 - 2567

10) Machine Learning for Smart Agriculture: A Comprehensive Survey

Author(s): M. Rezwanul Mahmood, Mohammad Abdul Matin, Sotirios K. Goudos, George Karagiannidis

Pages: 2568 - 2588

11) Navigating Data-Centric Artificial Intelligence With DC-Check: Advances, Challenges, and Opportunities

Author(s): Nabeel Seedat, Fergus Imrie, Mihaela van der Schaar

Pages: 2589 - 2603

12) Curriculum Guided Domain Adaptation in the Dark

Author(s): Chowdhury Sadman Jahan, Andreas Savakis

Pages: 2604 - 2614

13) Federated Learning for Distribution Skewed Data Using Sample Weights

Author(s): Hung Nguyen, Peiyuan Wu, J. Morris Chang

Pages: 2615 - 2626

14) Rule-Based Out-of-Distribution Detection

Author(s): Giacomo De Bernardi, Sara Narteni, Enrico Cambiaso, Maurizio Mongelli

Pages: 2627 - 2637

15) Kullback–Leibler Divergence-Based Regularized Normalization for Low-Resource Tasks

Author(s): Neeraj Kumar, Ankur Narang, Brejesh Lall

Pages: 2638 - 2650

16) Representing Multiview Time-Series Graph Structures for Multivariate Long-Term Time-Series Forecasting

Author(s): Zehao Wang, Jin Fan, Huifeng Wu, Danfeng Sun, Jia Wu

Pages: 2651 - 2662

17) Sequential Datum-wise Feature Acquisition and Classifier Selection

Author(s): Sachini Piyoni Ekanayake, Daphney-Stavroula Zois, Charalampos Chelmis

Pages: 2663 - 2677

18) Energy Efficient and Fast CNN Inference by Exploring Weight Approximation and Computational Reuse

Author(s): Mohammed F. Tolba, Hani Saleh, Baker Mohammad, Mahmoud Al-Qutayri, Ayman Hroub, Thanos Stouraitis

Pages: 2678 - 2692

19) Low-Rank Multilabel Learning Based on Nonlinear Mapping

Author(s): Changzhong Wang, Yan Wang, Tingquan Deng, Weiping Ding, Yuhua Qian

Pages: 2693 - 2707

20) Bootstrap-Based Layerwise Refining for Causal Structure Learning

Author(s): Guodu Xiang, Hao Wang, Kui Yu, Xianjie Guo, Fuyuan Cao, Yukun Song

Pages: 2708 - 2722

21) Mathematical Modeling and Optimal Stopping Theory-Based Extra Layers for 30-Day Rate Risk Prediction of Readmission to Intensive Care Units

Author(s): Azeddine El Hassouny, Faissal El Bouanani, Khalid A. Qaraqe

Pages: 2723 - 2738

22) A Culturally Sensitive Test to Evaluate Nuanced GPT Hallucination

Author(s): Timothy R. McIntosh, Tong Liu, Teo Susnjak, Paul Watters, Alex Ng, Malka N. Halgamuge

Pages: 2739 - 2751

23) Event-Triggered Cooperative Tracking Control of Multiagent Systems With a Dynamic Leader via Approximate Dynamic Programming

Author(s): Hao Fu, Haodong He, Yang Chen

Pages: 2752 - 2765

24) Explain to Me: Salience-Based Explainability for Synthetic Face Detection Models

Author(s): Colton R. Crum, Patrick Tinsley, Aidan Boyd, Jacob Piland, Christopher Sweet, Timothy Kelley, Kevin Bowyer, Adam Czajka

Pages: 2766 - 2778

25) Patch-to-Sample Reasoning for Cervical Cancer Screening of Whole Slide Image

Author(s): Maosong Cao, Manman Fei, Honglin Xiong, Xin Zhang, Xiangshan Fan, Lichi Zhang, Qian Wang

Pages: 2779 - 2789

26) Synthetic Information Toward Maximum Posterior Ratio for Deep Learning on Imbalanced Data

Author(s): Hung Nguyen, J. Morris Chang

Pages: 2790 - 2804

27) Vision-Based PM2.5 Concentration Estimation With Natural Scene Statistical Analysis

Author(s): Guangcheng Wang, Quan Shi, Han Wang, Ke Gu, Mengting Wei, Lai Kuan Wong, Mingxing Wang

Pages: 2805 - 2815

28) Electrocardiogram Heartbeat Classification Using Machine Learning and Ensemble Convolutional Neural Network-Bidirectional Long Short-Term Memory Technique

Author(s): Neenu Sharma, Ramesh Kumar Sunkaria, Amandeep Kaur

Pages: 2816 - 2827

29) Text-Image Scene Graph Fusion for Multimodal Named Entity Recognition

Author(s): Jian Cheng, Kaifang Long, Shuang Zhang, Tian Zhang, Lianbo Ma, Shi Cheng, Yinan Guo

Pages: 2828 - 2839

30) An Intelligent Thyroid Diagnosis System Utilizing Multiple Ensemble and Explainable Algorithms With Medical Supported Attributes

Author(s): Ananda Sutradhar, Mustahsin Al Rafi, Pronab Ghosh, F M Javed Mehedi Shamrat, Md. Moniruzzaman, Kawsar Ahmed, AKM Azad, Francis M. Bui, Li Chen, Mohammad Ali Moni

Pages: 2840 - 2855

31) Critical Sampling for Robust Evolution Operator Learning of Unknown Dynamical Systems

Author(s): Ce Zhang, Kailiang Wu, Zhihai He

Pages: 2856 - 2871

32) Adaptive Context Based Road Accident Risk Prediction Using Spatio-Temporal Deep Learning

Author(s): Nishit Bhardwaj, Anupriya Pal, Bhumika, Debasis Das

Pages: 2872 - 2883

33) Absorb and Repel: Pseudo-Label Refinement for Intra-Camera Supervised Person Re-Identification

Author(s): Wei Li, Chuyi Chen, Kaizhu Huang

Pages: 2884 - 2896

34) Detection of Sleep Apnea From ECG Signals Using Sliding Singular Spectrum Based Subpattern Principal Component Analysis

Author(s): Muhammad Zubair, Umesh Kumar Naik M, Rajesh K. Tripathy, Mohammed Alhartomi, Saeed Alzahrani, Shaik Rafi Ahamed

Pages: 2897 - 2906

35) Cross-Modal and Cross-Level Attention Interaction Network for Salient Object Detection

Author(s): Fasheng Wang, Yiming Su, Ruimin Wang, Jing Sun, Fuming Sun, Haojie Li

Pages: 2907 - 2920

36) Federated Reinforcement Learning With Knowledge Transfer for Network Selection in Hybrid WiFi-VLC Networks

Author(s): Abdulmajeed M. Alenezi, Khairi A. Hamdi

Pages: 2921 - 2932

37) A Novel Visual Transformer for Long-Distance Pipeline Pattern Recognition in Complex Environment

Author(s): Chengyuan Zhu, Yanyun Pu, Kaixiang Yang, Qinmin Yang, C.L. Philip Chen

Pages: 2933 - 2945

38) Bio-Inspired Intelligence-Based Multiagent Navigation With Safety-Aware Considerations

Author(s): Tingjun Lei, Chaomin Luo, Simon X. Yang, Daniel W. Carruth, Zhuming Bi

Pages: 2946 - 2961

39) Structure-Sensitive Graph Dictionary Embedding for Graph Classification

Author(s): Guangbu Liu, Tong Zhang, Xudong Wang, Wenting Zhao, Chuanwei Zhou, Zhen Cui

Pages: 2962 - 2972

40) Multiscale Wasserstein Shortest-Path Graph Kernels for Graph Classification

Author(s): Wei Ye, Hao Tian, Qijun Chen

Pages: 2973 - 2984

41) Hierarchical Multiview Top-k Pooling With Deep-Q-Networks

Author(s): Zhi-Peng Li, Hai-Long Su, Yong- Wu, Qin-Hu Zhang, Chang-An Yuan, Valeriya Gribova, Vladimir Fedorovich Filaretov, De-Shuang Huang

Pages: 2985 - 2996

42) Degradation-Trend-Aware Deep Neural Network With Attention Mechanism for Bearing Remaining Useful Life Prediction

Author(s): Yongkang Liu, Donghui Pan, Haifeng Zhang, Kai Zhong

Pages: 2997 - 3011

43) Metro Flow Prediction With Hierarchical Hypergraph Attention Networks

Author(s): Jingcheng Wang, Yong Zhang, Yongli Hu, Baocai Yin

Pages: 3012 - 3021

44) Low Quality Retinal Blood Vessel Image Boosting Using Fuzzified Clustering

Author(s): Sanya Sinha, Ashish Kumar Bhandari, Reman Kumar

Pages: 3022 - 3033

45) Brightness Perceiving for Recursive Low-Light Image Enhancement

Author(s): Haodian Wang, Long Peng, Yuejin Sun, Zengyu Wan, Yang Wang, Yang Cao

Pages: 3034 - 3045

46) Multiclass Counterfactual Explanations Using Support Vector Data Description

Author(s): Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga, Maurizio Mongelli

Pages: 3046 - 3056

47) On Skull-Closed Machine Thinking Based on Emergent Turing Machines

Author(s): Xiang Wu, Zejia Zheng, Juyang Weng

Pages: 3057 - 3071

48) Semantic Coherence Guided Multiview Similarity for Image Classification With Varied Supervision

Author(s): Chunjie Zhang, Ping Cao, Huihui Bai, Xiaolong Zheng

Pages: 3072 - 3082

49) Manipulation Attacks on Learned Image Compression

Author(s): Kang Liu, Di Wu, Yangyu Wu, Yiru Wang, Dan Feng, Benjamin Tan, Siddharth Garg

Pages: 3083 - 3097

50) Rethinking DABNet: Light-Weight Network for Real-Time Semantic Segmentation of Road Scenes

Author(s): Saquib Mazhar, Nadeem Atif, M. K. Bhuyan, Shaik Rafi Ahamed

Pages: 3098 - 3108

51) A Rearrangement and Restore-Based Mixer Model for Target-Oriented Multimodal Sentiment Classification

Author(s): Li Jia, Tinghuai Ma, Huan Rong, Victor S. Sheng, Xuejian Huang, Xintong Xie

Pages: 3109 - 3119

52) Large-Scale Parallel Cognitive Diagnostic Test Assembly Using A Dual-Stage Differential Evolution-Based Approach

Author(s): Xi Cao, Ying Lin, Dong Liu, Henry Been-Lirn Duh, Jun Zhang

Pages: 3120 - 3133

53) A Novel Framework for Improved Grasping of Thin and Stacked Objects

Author(s): Zhangli Zhou, Shaochen Wang, Ziyang Chen, Mingyu Cai, Zhen Kan

Pages: 3134 - 3145

54) 3-D Dynamic Multitarget Detection Algorithm Based on Cross-View Feature Fusion

Author(s): Feng Zhou, Chongben Tao, Zhen Gao, Zufeng Zhang, Sifa Zheng, Yuan Zhu

Pages: 3146 - 3159

55) A Deep Learning-Based Joint Image Super-Resolution and Deblurring Framework

Author(s): Trishna Barman, Bhabesh Deka

Pages: 3160 - 3173

56) Neural-Based Predefined-Time Distributed Optimization of High-Order Nonlinear Multiagent Systems

Author(s): Xiaohong Zheng, Hui Ma, Deyin Yao, Hongyi Li

Pages: 3174 - 3183

57) Reinforced Knowledge Distillation for Time Series Regression

Author(s): Qing Xu, Keyu Wu, Min Wu, Kezhi Mao, Xiaoli Li, Zhenghua Chen

Pages: 3184 - 3194

58) Adaptive Intelligent Output Feedback Consensus Control for Nonlinear Multiagent Systems With Switched Topologies and Dead-Zone

Author(s): Jun Zhang, Shaocheng Tong

Pages: 3195 - 3204

59) A Neural-Reinforcement-Learning-Based Guaranteed Cost Control for Perturbed Tracking Systems

Author(s): Xiangnan Zhong, Zhen Ni

Pages: 3205 - 3217

60) Web API Recommendation via Combining Adaptive Multichannel Graph Representation and xDeepFM Quality Prediction

Author(s): Buqing Cao, Yueying Qing, Dong Zhou, Xiang Xie, Guosheng Kang, Jianxun Liu, Kenneth K. Fletcher

Pages: 3218 - 3232

61) Improving 3-D Medical Image Segmentation at Boundary Regions Using Local Self-Attention and Global Volume Mixing

Author(s): Daniya Najiha Abdul Kareem, Mustansar Fiaz, Noa Novershtern, Jacob Hanna, Hisham Cholakkal

Pages: 3233 - 3244

62) Lightweight Learning for Partial and Occluded Person Re-Identification

Author(s): Arindam Sikdar, Ananda S. Chowdhury

Pages: 3245 - 3256

63) Node-Level Graph Regression With Deep Gaussian Process Models

Author(s): Naiqi Li, Wenjie Li, Yinghua Gao, Yiming Li, Jigang Bao, Ercan E. Kuruoğlu, Yong Jiang, Shu-Tao Xia

Pages: 3257 - 3269

64) Empowering Semantic Segmentation With Selective Frequency Enhancement and Attention Mechanism for Tampering Detection

Author(s): Xu Xu, Wenrui Lv, Wei Wang, Yushu Zhang, Junxin Chen

Pages: 3270 - 3283

65) Fuzzy Neural Network-Based Adaptive Asymmetric Constraint Control in Wastewater Treatment Process

Author(s): Dingyuan Chen, Cuili Yang, Junfei Qiao

Pages: 3284 - 3296